PostgreSQL Data Generator
dbForge Data Generator is part of a powerful PostgreSQL GUI client aimed at creating massive volumes
of meaningful, realistic test data. The instrument includes a large collection of predefined data generators with customizable
configuration options that allow populating database tables with random data. With the Data Generation feature, you will be able to:
- Create vast amounts of realistic test data effortlessly
- Fine-tune your data generation process with several distribution modes
- Create, save, and use your own data generators
- Keep consistent data across multiple tables with data integrity support
- Automate and schedule data generation routines with the command line
- Select from a diverse spectrum of PostgreSQL column data types
- Obtain an accurate real-time visualization of the generated data
How To Use Test Data and Why?
Database development is a combination of complex activities that work together in order to create a high-quality product.
Testing is one of the most important procedures in this process. It is supposed to put a database into the close-to-field
conditions and detect any flaws before the production goes down due to any unexpected circumstances. In other words, testing
helps convert such circumstances into preventable events and allows for quality assurance.
Support for Different PostgreSQL Data Types
Data Generator supports all kinds of PostgreSQL column data types:
- INTEGER, DECIMAL, NUMERIC, FLOAT
- TIME, DATE, DATETIME, YEAR
- CHAR, VARCHAR, BINARY, VARBINARY, BLOB, TEXT
- ENUM, SET, JSON
- All spatial data types
Multiple Generators with Data Customization
Enjoy a broad set of carefully catered individual generators for each supported data type that can save you quite a lot of time.
However, if you need a special data generator, the tool allows you to customize one precisely according to your needs. Make use
of the customization options, including:
- Number of NULL rows
- Number of empty rows
- Data uniqueness
- Value ranges
- Value distribution mode
Generate Random Date Range Series in PostgreSQL
The Data Generator feature of dbForge Studio for PostgreSQL offers predefined date generators that you can configure according to your
particular needs. You can generate dates within the specified timeframe, set the values to be unique, include or exclude null values,
and choose value distribution mode.
Generate Consistent PostgreSQL Data
Support for foreign keys provides the generation of consistent random data across multiple tables. Besides, it makes it possible to
disable triggers and constraints to avoid interference with database logic.
Several Ways to Insert Random Data
The tool provides multiple data distribution modes that allow fine-tuning the way you want to have your data generated.
In particular, you can generate data in the following ways:
- By the percent proportion of existing data
- By the time specified
- By using a linked table
- By populating tables that already contain some data
- By specifying the exact number of rows
Save Your Generators for Next Time
You do not need to configure the data generation over and over again every time you need this job done. If you have already created a
generator that suits your needs perfectly in every aspect, you can save it for future use:
- Click Save Generator As.
- Type in the name of the generator.
- Describe what this generator is for.
- Click OK to save the generator in the User Defined group.
Real-time Preview of Test Data
A convenient preview pane of Data Generator for PostgreSQL gives you real-time visualization of the changes you make while adjusting data generation settings.
This way, you will be able to make a visual assessment of the data that will be generated.
Use PostgreSQL CLI for Data Generation
With the command-line functionality, you can save time by scheduling routine data generation tasks. The tool also allows creating a command-line
execution file to run routine database documentation tasks in a single click.
dbForge Studio for PostgreSQL is a very handy tool to have in your arsenal when it comes to
data export and import, database development and testing,
as well as query optimization and clearing your code.
The Data Generator feature helps create large volumes of meaningful test data with no hustle.
Moreover, the solution will save you hours of manual data population and allow you to profit
from new time slots. dbForge Studio is capable of generating all kinds of data. Whether it is
text, images, addresses, dates, or names of people, it is an indispensable IDE for any software
development process involving a database.